A novel endoscopic artificial intelligence system to assist in the diagnosis of autoimmune gastritis: a multicenter study.

Journal: Endoscopy
PMID:

Abstract

BACKGROUND:  Autoimmune gastritis (AIG), distinct from Helicobacter pylori-associated atrophic gastritis (HpAG), is underdiagnosed due to limited awareness. This multicenter study aimed to develop a novel endoscopic artificial intelligence (AI) system for assisting in AIG diagnosis.

Authors

  • Shurong Chen
    Department of Gastroenterology, the First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.
  • Louzhe Xu
    Institute of Biomedical Engineering, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China.
  • Lingling Yan
    National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China. Electronic address: yllphy@126.com.
  • Jie Zhang
    College of Physical Education and Health, Linyi University, Linyi, Shandong, China.
  • Xuefeng Zhou
    Guangdong Key Laboratory of Modern Control Technology, Institute of Intelligent Manufacturing, Guangdong Academy of Sciences, Guangzhou, Guangdong, P.R. China.
  • Jiayi Wang
    Department of Statistics, Texas A&M University.
  • Tianlian Yan
    Department of Gastroenterology, the First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.
  • Jinghua Wang
    Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
  • Xinjue He
    Department of Gastroenterology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.
  • Han Ma
    Department of Gastroenterology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou 310003, Zhejiang Province, China.
  • Xuequn Zhang
    Department of Gastroenterology, the First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.
  • Shenghua Zhu
    Department of Gastroenterology, the First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.
  • Yizhen Zhang
    School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA.
  • Chengfu Xu
    Department of Gastroenterology, the First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.
  • Jianguo Gao
    Department of Gastroenterology, the First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.
  • Xia Ji
    Department of Gastroenterology, the Second Hospital of Jiaxing, Jiaxing, China.
  • Dezhi Bai
    Department of Gastroenterology, the First People's hospital of Yuhang, Hangzhou, China.
  • Yuan Chen
    Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY 10032.
  • Hongda Chen
    Department of Gastroenterology, the Third Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China.
  • Yini Ke
    Department of Rheumatology, the First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.
  • Lan Li
    Department of Otolaryngology, Shenzhen Children's Hospital, Shenzhen, China.
  • Chaohui Yu
    Department of Gastroenterology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.
  • Xinli Mao
    Department of Gastroenterology, Taizhou Hospital of Zhejiang Province, Linhai, China.
  • Ting Li
    Institute of Biomedical Engineering, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
  • Yi Chen
    Department of Anesthesiology and Perioperative Medicine, General Hospital of Ningxia Medical University, Yinchuan, China.